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Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device
In face-to-face social interactions, blind and visually impaired persons (VIPs) lack access to nonverbal cues like facial expressions, body posture, and gestures, which may lead to impaired interpersonal communication. In this study, a wearable sensory substitution device (SSD) consisting of a head...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870993/ https://www.ncbi.nlm.nih.gov/pubmed/29584738 http://dx.doi.org/10.1371/journal.pone.0194737 |
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author | Buimer, Hendrik P. Bittner, Marian Kostelijk, Tjerk van der Geest, Thea M. Nemri, Abdellatif van Wezel, Richard J. A. Zhao, Yan |
author_facet | Buimer, Hendrik P. Bittner, Marian Kostelijk, Tjerk van der Geest, Thea M. Nemri, Abdellatif van Wezel, Richard J. A. Zhao, Yan |
author_sort | Buimer, Hendrik P. |
collection | PubMed |
description | In face-to-face social interactions, blind and visually impaired persons (VIPs) lack access to nonverbal cues like facial expressions, body posture, and gestures, which may lead to impaired interpersonal communication. In this study, a wearable sensory substitution device (SSD) consisting of a head mounted camera and a haptic belt was evaluated to determine whether vibrotactile cues around the waist could be used to convey facial expressions to users and whether such a device is desired by VIPs for use in daily living situations. Ten VIPs (mean age: 38.8, SD: 14.4) and 10 sighted persons (SPs) (mean age: 44.5, SD: 19.6) participated in the study, in which validated sets of pictures, silent videos, and videos with audio of facial expressions were presented to the participant. A control measurement was first performed to determine how accurately participants could identify facial expressions while relying on their functional senses. After a short training, participants were asked to determine facial expressions while wearing the emotion feedback system. VIPs using the device showed significant improvements in their ability to determine which facial expressions were shown. A significant increase in accuracy of 44.4% was found across all types of stimuli when comparing the scores of the control (mean±SEM: 35.0±2.5%) and supported (mean±SEM: 79.4±2.1%) phases. The greatest improvements achieved with the support of the SSD were found for silent stimuli (68.3% for pictures and 50.8% for silent videos). SPs also showed consistent, though not statistically significant, improvements while supported. Overall, our study shows that vibrotactile cues are well suited to convey facial expressions to VIPs in real-time. Participants became skilled with the device after a short training session. Further testing and development of the SSD is required to improve its accuracy and aesthetics for potential daily use. |
format | Online Article Text |
id | pubmed-5870993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58709932018-04-06 Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device Buimer, Hendrik P. Bittner, Marian Kostelijk, Tjerk van der Geest, Thea M. Nemri, Abdellatif van Wezel, Richard J. A. Zhao, Yan PLoS One Research Article In face-to-face social interactions, blind and visually impaired persons (VIPs) lack access to nonverbal cues like facial expressions, body posture, and gestures, which may lead to impaired interpersonal communication. In this study, a wearable sensory substitution device (SSD) consisting of a head mounted camera and a haptic belt was evaluated to determine whether vibrotactile cues around the waist could be used to convey facial expressions to users and whether such a device is desired by VIPs for use in daily living situations. Ten VIPs (mean age: 38.8, SD: 14.4) and 10 sighted persons (SPs) (mean age: 44.5, SD: 19.6) participated in the study, in which validated sets of pictures, silent videos, and videos with audio of facial expressions were presented to the participant. A control measurement was first performed to determine how accurately participants could identify facial expressions while relying on their functional senses. After a short training, participants were asked to determine facial expressions while wearing the emotion feedback system. VIPs using the device showed significant improvements in their ability to determine which facial expressions were shown. A significant increase in accuracy of 44.4% was found across all types of stimuli when comparing the scores of the control (mean±SEM: 35.0±2.5%) and supported (mean±SEM: 79.4±2.1%) phases. The greatest improvements achieved with the support of the SSD were found for silent stimuli (68.3% for pictures and 50.8% for silent videos). SPs also showed consistent, though not statistically significant, improvements while supported. Overall, our study shows that vibrotactile cues are well suited to convey facial expressions to VIPs in real-time. Participants became skilled with the device after a short training session. Further testing and development of the SSD is required to improve its accuracy and aesthetics for potential daily use. Public Library of Science 2018-03-27 /pmc/articles/PMC5870993/ /pubmed/29584738 http://dx.doi.org/10.1371/journal.pone.0194737 Text en © 2018 Buimer et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Buimer, Hendrik P. Bittner, Marian Kostelijk, Tjerk van der Geest, Thea M. Nemri, Abdellatif van Wezel, Richard J. A. Zhao, Yan Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
title | Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
title_full | Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
title_fullStr | Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
title_full_unstemmed | Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
title_short | Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
title_sort | conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870993/ https://www.ncbi.nlm.nih.gov/pubmed/29584738 http://dx.doi.org/10.1371/journal.pone.0194737 |
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